{"id":"W4210375067","doi":"10.1079/ac.68644.20203483378","title":"Porphyra cultivation in Maine, USA and New Brunswick, Canada.","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001921075,0.0004197223,0.0002355523,0.002082837,0.001537995,0.001034528,0.0006232015,0.000169502,0.005374329],"category_scores_gemma":[0.0002325025,0.0002583695,0.0002202144,0.004150272,0.0003777189,0.0003945971,0.0005104336,0.0003413756,0.001066076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02037534,"about_ca_system_score_gemma":0.02170865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9782704,"about_ca_topic_score_gemma":0.9965963,"domain_scores_codex":[0.9998024,0.000006473848,0.00001070517,0.00005304787,0.00007259446,0.00005479096],"domain_scores_gemma":[0.9996246,0.00001502323,0.00004472379,0.00001228202,0.0002381733,0.00006520798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008957789,0.000289999,0.3439553,0.001944157,0.0002348629,0.004785885,0.004768841,0.001816049,0.05494428,0.006899072,0.1274878,0.4519779],"study_design_scores_gemma":[0.0000370008,0.00004359319,0.6902806,0.0002100773,0.00003984577,0.0003532302,0.002877296,0.0003807696,0.003295059,0.0002243302,0.3022227,0.0000354587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5930493,0.03747335,0.00265904,0.004031975,0.0005357967,0.0009959015,0.09297435,0.0007601239,0.2675202],"genre_scores_gemma":[0.6511652,0.02006432,0.01102463,0.001158387,0.00003313988,0.0003057305,0.0403885,0.0002178424,0.2756423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02172959,"threshold_uncertainty_score":0.1478341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02357944792744265,"score_gpt":0.2019542804202347,"score_spread":0.1783748324927921,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}